Latest research projects, publications, and talks
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data [conference paper]
Posted
Guruprasad Nayak (Ph.D. 2019), Rahul Ghosh (Ph.D. student), Xiaowei Jia (Ph.D. 2020), Varun Mithafi, Vipin Kumar (professor)
SIAM International Conference on Data Mining
Hessian based analysis of sgd for deep nets: Dynamics and generalization [conference paper]
Posted
Xinyan Li (Ph.D. student), Qilong Gu (Ph.D. student), Yingxue Zhou (Ph.D. student), Tiancong Chen (Ph.D. student), Arindam Banerjee (adjunct professor)
SIAM International Conference on Data Mining
Cooperative Robot Teams for Precision Agriculture and Plant Health Management [research project]
Posted
Nikolaos Papanikolopoulos (professor), Daniel Kaiser, Peter Marchetto, D.J. Mulla, Ce Yang
USDA National Institute of Food & Agriculture
3D model processing for high throughput phenotype extraction–the case of corn [journal]
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Dimitris Zermas (Ph.D. 2018), Vassilios Morellas (research director), David Mulla, Nikos Papanikolopoulos (professor)
3D model processing for high throughput phenotype extraction – the case of corn [journal]
Posted
Dimitris Zermas, Vassilios Morellas (researcher), David Mulla, Nikos Papanikolopoulos (professor)
Computers and Electronics in Agriculture
Rapid detection and severity trajectory of COVID19 using X-ray images and artificial intelligence [research project]
Posted
Erich Kummerfeld, Ju Sun (assistant professor), Christopher Tignanelli
OVPR COVID-19 Rapid Response Grants
Bundling data transfers and employing tail optimization protocol to manage cellular radio resource utilization [patent]
Posted
Alexandre Gerber, Zhuoqing Mao, Feng Qian (assistant professor), Subhabrata Sen, Oliver Spatscheck, Zhaoguang Wang
Sex bias in gut microbiome transmission in newly paired marmosets (Callithrix jacchus) [journal]
Posted
Lifeng Zhu, Jonathan B Clayton, Mallory J Suhr Van Haute, Qinnan Yang, Haley R Hassenstab, Aaryn C Mustoe, Dan Knights (professor), Andrew K Benson, Jeffrey A French
Msystems
Approximate range closest-pair queries [journal]
Posted
Jie Xue (Ph.D. 2019), Yuan Li (Ph.D. 2017), Ravi Janardan (professor)
Computational Geometry